Ben Usman
9 papers · 2019–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (6) π Cross-Pollinator (11)
πΊοΈ
Taxonomy Completionist
(22)
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Interdisciplinary Bridge
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Keyword Collector
(50)
Conferences
CVPR (3)
NIPS (2)
WACV (2)
AISTATS (1)
ICCV (1)
Top co-authors
Research topics
Keywords
unsupervised learning
(3)
image translation
(3)
image forensics
(2)
generative adversarial network
(2)
stable diffusion
(2)
domain adaptation
(1)
domain generalization
(1)
3d reconstruction
(1)
deepfake detection
(1)
variational autoencoder
(1)
semantic alignment
(1)
distribution matching
(1)
3d pose estimation
(1)
maximum mean discrepancy
(1)
image generation
(1)
normalizing flow
(1)
disentangled representation
(1)
human pose estimation
(1)
generative model
(1)
adversarial attack
(1)
Papers
A Bias-Free Training Paradigm for More General AI-generated Image Detection
CVPR 2025
FakeInversion: Learning to Detect Images from Unseen Text-to-Image Models by Inverting Stable Diffusion
CVPR 2024
Towards Practical Non-Adversarial Distribution Matching
AISTATS 2024
RIFT: Disentangled Unsupervised Image Translation via Restricted Information Flow
WACV 2023
MetaPose: Fast 3D Pose From Multiple Views Without 3D Supervision
CVPR 2022
Evaluation of Correctness in Unsupervised Many-to-Many Image Translation
WACV 2022
Log-Likelihood Ratio Minimizing Flows: Towards Robust and Quantifiable Neural Distribution Alignment
NIPS 2020
PuppetGAN: Cross-Domain Image Manipulation by Demonstration
ICCV 2019
Adversarial Self-Defense for Cycle-Consistent GANs
NIPS 2019